Giulio Bottegal

According to our database1, Giulio Bottegal authored at least 43 papers between 2011 and 2020.

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Bibliography

2020
Identification of Linear Models From Quantized Data: A Midpoint-Projection Approach.
IEEE Trans. Autom. Control., 2020

Learning linear modules in a dynamic network using regularized kernel-based methods.
CoRR, 2020

2019
Boosting as a kernel-based method.
Mach. Learn., 2019

Modeling and identification of uncertain-input systems.
Autom., 2019

Bayesian topology identification of linear dynamic networks.
Proceedings of the 17th European Control Conference, 2019

Local module identification in dynamic networks with correlated noise: the full input case.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
An empirical Bayes approach to identification of modules in dynamic networks.
Autom., 2018

The generalized cross validation filter.
Autom., 2018

A two-experiment approach to Wiener system identification.
Autom., 2018

Local Module Identification in Dynamic Networks Using Regularized Kernel-Based Methods.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Preserving Privacy of Finite Impulse Response Systems.
IEEE Control. Syst. Lett., 2017

A nonparametric kernel-based approach to Hammerstein system identification.
Autom., 2017

Variance analysis of linear SIMO models with spatially correlated noise.
Autom., 2017

A new kernel-based approach to system identification with quantized output data.
Autom., 2017

Probabilistic matrix factorization from quantized measurements.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Application-oriented input design for room occupancy estimation algorithms.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

On the identification of Wiener systems with polynomial nonlinearity.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
On the Zero-Freeness of Tall Multirate Linear Systems.
IEEE Trans. Autom. Control., 2016

Robust EM kernel-based methods for linear system identification.
Autom., 2016

Kernel-based system identification from noisy and incomplete input-output data.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Identification of modules in dynamic networks: An empirical Bayes approach.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Regularized Deconvolution-Based Approaches for Estimating Room Occupancies.
IEEE Trans Autom. Sci. Eng., 2015

Modeling Complex Systems by Generalized Factor Analysis.
IEEE Trans. Autom. Control., 2015

A benchmark for data-based office modeling: challenges related to CO$_2$ dynamics.
CoRR, 2015

A new kernel-based approach for overparameterized Hammerstein system identification.
CoRR, 2015

Bayesian kernel-based system identification with quantized output data.
CoRR, 2015

Blind identification strategies for room occupancy estimation.
Proceedings of the 14th European Control Conference, 2015

On the estimation of initial conditions in kernel-based system identification.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A new kernel-based approach to overparameterized Hammerstein system identification.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

On the variance analysis of identified linear MIMO models.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Multi-room occupancy estimation through adaptive gray-box models.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Outlier robust kernel-based system identification using ℓ1-Laplace techniques.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
A kernel-based approach to Hammerstein system identification.
CoRR, 2014

Blind system identification using kernel-based methods.
CoRR, 2014

On the variance of identified SIMO systems with spatially correlated output noise.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Flocking and Generalized Factor Analysis
CoRR, 2013

Regularized spectrum estimation using stable spline kernels.
Autom., 2013

Estimation of building occupancy levels through environmental signals deconvolution.
Proceedings of the BuildSys 2013, 2013

Modeling random flocks through Generalized Factor Analysis.
Proceedings of the 12th European Control Conference, 2013

On the properties of linear multirate systems with coprime output rates.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Regularized spectrum estimation in spaces induced by stable spline kernels.
Proceedings of the American Control Conference, 2012

2011
On the identifiability of errors-in-variables models with white measurement errors.
Autom., 2011

A note on generalized factor analysis models.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011


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